Contact Relatedness can help improve multilingual NMT: Microsoft STCI-MT @ WMT20

no code implementations • WMT (EMNLP) 2020 • Vikrant Goyal, Anoop Kunchukuttan, Rahul Kejriwal, Siddharth Jain, Amit Bhagwat

We describe our submission for the English→Tamil and Tamil→English news translation shared task.

NMT Translation

Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages

no code implementations • ACL 2020 • Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma

Since the condition of large parallel corpora is not met for Indian-English language pairs, we present our efforts towards building efficient NMT systems between Indian languages (specifically Indo-Aryan languages) and English via efficiently exploiting parallel data from the related languages.

NMT Transfer Learning +2

Linguistically Informed Hindi-English Neural Machine Translation

no code implementations • LREC 2020 • Vikrant Goyal, Pruthwik Mishra, Dipti Misra Sharma

Hindi-English Machine Translation is a challenging problem, owing to multiple factors including the morphological complexity and relatively free word order of Hindi, in addition to the lack of sufficient parallel training data.

LEMMA Machine Translation +5

LTRC-MT Simple \& Effective Hindi-English Neural Machine Translation Systems at WAT 2019

no code implementations • WS 2019 • Vikrant Goyal, Dipti Misra Sharma

This paper describes the Neural Machine Translation systems of IIIT-Hyderabad (LTRC-MT) for WAT 2019 Hindi-English shared task.

Machine Translation NMT +1

The IIIT-H Gujarati-English Machine Translation System for WMT19

no code implementations • WS 2019 • Vikrant Goyal, Dipti Misra Sharma

This paper describes the Neural Machine Translation system of IIIT-Hyderabad for the Gujarati→English news translation shared task of WMT19.

Machine Translation Translation